{"product_id":"data-science-a-first-introduction-9780367532178","title":"Data Science: A First Introduction","description":"\u003cp\u003e • Author(s): Tiffany Timbers\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003ci\u003eData Science: A First Introduction\u003c\/i\u003e\u003c\/b\u003e focuses on using the R programming language in Jupyter notebooks to perform data manipulation and cleaning, create effective visualizations, and extract insights from data using classification, regression, clustering, and inference.\u003c\/p\u003e\u003cp\u003eThe text emphasizes workflows that are clear, reproducible, and shareable, and includes coverage of the basics of version control. All source code is available online, demonstrating the use of good reproducible project workflows.\u003c\/p\u003e\u003cp\u003eBased on educational research and active learning principles, the book uses a modern approach to R and includes accompanying autograded Jupyter worksheets for interactive, self-directed learning. The book will leave readers well-prepared for data science projects.\u003c\/p\u003e\u003cp\u003eThe book is designed for learners from all disciplines with minimal prior knowledge of mathematics and programming. The authors have honed the material through years of experience teaching thousands of undergraduates in the University of British Columbia's DSCI100: \u003ci\u003eIntroduction to Data Science \u003c\/i\u003ecourse.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45241893552279,"sku":"9780367532178","price":11279.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367532178.webp?v=1769230190","url":"https:\/\/atlanticbooks.com\/products\/data-science-a-first-introduction-9780367532178","provider":"Atlantic Books","version":"1.0","type":"link"}